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Các dự án AI nổi bật trên GitHub

Theo dõi các kho lưu trữ AI mã nguồn mở đang hoạt động trong các chủ đề LLM, tác nhân, MCP, RAG và lập trình, kèm số sao và thông tin dự án đã xác minh.

Dữ liệu kho lưu trữ công khai

Mục lục dự án

253 Dự án
Tác nhân & Đa tác nhân

Cognee: Open-Source Persistent Memory for AI Agents

topoteretes/cognee

Cognee is a Python-based AI memory platform that turns ingested data into persistent, self-hosted knowledge graph memory. It combines vector embeddings, graph reasoning and ontology generation so agents can retrieve context across sessions.

★ 29,7K⑂ 2,9KPython
Apache-2.0Q98
Suy luận, Triển khai & Thời gian chạy

llm-d: Distributed LLM Inference on Kubernetes

llm-d/llm-d

llm-d is an open-source serving stack that adds distributed orchestration, routing, cache management, autoscaling, and batch processing around model servers such as vLLM and SGLang. It targets high-scale production inference on Kubernetes and modern hardware accelerators.

★ 4K⑂ 649Shell
Apache-2.0Q98
Tác nhân & Đa tác nhân

OpenCodeReview

alibaba/open-code-review

An open-source AI code review CLI from Alibaba that combines deterministic review pipelines with an LLM agent to produce structured, line-level feedback.

★ 18K⑂ 1,2KGo
Apache-2.0Q98
Tác nhân & Đa tác nhân

AionUi

iofficeai/aionui

AionUi is described as a free, local, open-source cowork application for working with OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI, and more than 20 other CLI tools.

★ 31,3K⑂ 3,2KTypeScript
Apache-2.0Q98
MCP & Gọi công cụ

Bifrost AI Gateway

maximhq/bifrost

Bifrost is a Go-based AI gateway that provides a unified, OpenAI-compatible API for 23+ AI providers. It supports routing, fallbacks, load balancing, semantic caching, governance, observability, multimodal requests, plugins, and Model Context Protocol integrations.

★ 7K⑂ 984Go
Apache-2.0Q98
Tác nhân & Đa tác nhân

Zvec: An Embedded, In-Process Vector Database

alibaba/zvec

Zvec is an Apache-2.0-licensed vector database designed to run directly inside applications. It supports dense and sparse vectors, full-text and hybrid search, structured filtering, local durable storage, and SDKs for several programming languages.

★ 15,4K⑂ 973C++
Apache-2.0Q98
Tinh chỉnh, huấn luyện & dữ liệu

Oumi: Open-Source Foundation Model Training, Evaluation, Inference, and Deployment

oumi-ai/oumi

Oumi is a Python-based platform for preparing data, training and fine-tuning open-weight foundation models, evaluating results, running inference, and deploying models. It provides configuration recipes and a consistent CLI for local, cluster, and cloud workflows.

★ 9,4K⑂ 784Python
Apache-2.0Q98
Suy luận, Triển khai & Thời gian chạy

GPUStack

gpustack/gpustack

GPUStack is an open-source GPU cluster manager for serving AI models and provisioning on-demand, SSH-accessible GPU instances. It orchestrates inference engines including vLLM, SGLang, and TensorRT-LLM across on-premises, Kubernetes, and cloud environments.

★ 5,4K⑂ 604Python
Apache-2.0Q98
Ảnh chụp màn hình của MemPalace
MCP & Gọi công cụ

MemPalace

mempalace/mempalace

A local-first, open-source AI memory system that stores conversation history and project files as verbatim text for semantic retrieval, achieving 96.6% R@5 on LongMemEval without requiring LLMs or API calls.

★ 58K⑂ 7,5KPython
MITQ98
Tác nhân & Đa tác nhân

PageIndex: Vectorless, Reasoning-Based RAG for Long Documents

vectifyai/pageindex

PageIndex is a Python project for creating hierarchical document indexes and performing reasoning-based retrieval without a vector database or artificial chunking. It supports self-hosted processing of PDF and Markdown documents, with optional agentic RAG examples and hosted MCP/API services.

★ 35K⑂ 3,1KPython
MITQ98

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